{ "_id": "6acbb01efe5cc25786e925c9", "Package": "GenHMM1d", "Type": "Package", "Title": "Goodness-of-Fit for Zero-Inflated Univariate Hidden Markov\nModels", "Version": "0.2.8", "Authors@R": "c(\nperson(c(\"Bouchra\",\"R.\"), \"Nasri\", role = c(\"aut\", \"cre\",\"cph\"), email = \"bouchra.nasri@umontreal.ca\"),\nperson(\"Mamadou Yamar\", \"Thioub\", role = c(\"aut\",\"cph\")),\nperson(c(\"Bruno\",\"N.\"), \"Remillard\", role = c(\"aut\",\"cph\")))", "Description": "Inference, goodness-of-fit tests, and predictions for\ncontinuous and discrete univariate Hidden Markov Models (HMM),\nincluding zero-inflated distributions. The goodness-of-fit test\nis based on a Cramer-von Mises statistic and uses parametric\nbootstrap to estimate the p-value. The description of the\nmethodology is taken from Nasri et al (2020)\n.", "License": "GPL-3", "Encoding": "UTF-8", "Maintainer": "Bouchra R. Nasri ", "Config/roxygen2/version": "8.1.0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-11 15:42:03 UTC", "User": "root" }, "Author": "Bouchra R. Nasri [aut, cre, cph], Mamadou Yamar Thioub [aut,\ncph], Bruno N. Remillard [aut, cph]", "Config/pak/sysreqs": "cmake libicu-dev libx11-dev", "Repository": "https://bouchranasri.r-universe.dev", "Date/Publication": "2026-09-10 15:00:02 UTC", "RemoteUrl": "https://github.com/cran/GenHMM1d", "RemoteRef": "HEAD", "RemoteSha": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "_user": "bouchranasri", "_type": "src", "_file": "GenHMM1d_0.2.8.tar.gz", "_fileid": "https://r2.ropensci.org/6a488b718d400c056918b90ac1026ca8e213fb690da9eb8945727d3c80196d72", "_filesize": 157978, "_sha256": "6a488b718d400c056918b90ac1026ca8e213fb690da9eb8945727d3c80196d72", "_expires": "2027-01-19T15:49:48.000Z", "_created": "2026-10-11T15:42:03.000Z", "_published": "2026-10-11T15:49:50.563Z", "_buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 114508343054, "time": 141, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11707152256" }, { "job": 114508343106, "time": 138, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11707127433" }, { "job": 114508343007, "time": 109, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11707332335" }, { "job": 114508343184, "time": 143, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11707202793" }, { "job": 114507581951, "time": 218, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11707575297" }, { "job": 114508343086, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11706728550" }, { "job": 114508343029, "time": 94, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11707331790" }, { "job": 114508343037, "time": 82, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11707316738" }, { "job": 114508343109, "time": 93, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11707266979" } ], "_upstream": "https://github.com/cran/GenHMM1d", "_commit": { "id": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "author": "Bouchra R. Nasri ", "committer": "cran-robot ", "message": "version 0.2.8\n", "time": 1789052402 }, "_maintainer": { "name": "Bouchra R. Nasri", "email": "bouchra.nasri@umontreal.ca", "login": "bouchranasri", "description": "", "uuid": 77985566 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "doParallel", "role": "Depends" }, { "package": "parallel", "role": "Depends" }, { "package": "foreach", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "matrixcalc", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "rmutil", "role": "Imports" }, { "package": "VaRES", "role": "Imports" }, { "package": "VGAM", "role": "Imports" }, { "package": "EnvStats", "role": "Imports" }, { "package": "GLDEX", "role": "Imports" }, { "package": "GeneralizedHyperbolic", "role": "Imports" }, { "package": "actuar", "role": "Imports" }, { "package": "extraDistr", "role": "Imports" }, { "package": "sgt", "role": "Imports" }, { "package": "skewt", "role": "Imports" }, { "package": "sn", "role": "Imports" }, { "package": "ssdtools", "role": "Imports" }, { "package": "stabledist", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-37", "n": 1 } ], "_tags": [ { "name": "0.2.8", "date": "2026-09-10" } ], "_stars": 0, "_contributors": [ { "user": "bouchranasri", "count": 4, "uuid": 77985566 } ], "_userbio": { "uuid": 77985566, "type": "user", "name": "BouchraNasri", "followers": 0 }, "_downloads": { "count": 484, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GenHMM1d" }, "_searchresults": 1, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/GenHMM1d.html", "extra/manual.pdf" ], "_realowner": "bouchranasri", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2021-01-21" }, { "version": "0.2.1", "date": "2025-03-13" }, { "version": "0.2.6", "date": "2025-09-07" }, { "version": "0.2.8", "date": "2026-09-10" } ], "_exports": [ "alpha2theta", "bfun", "CDF", "CDF_est", "distributions", "ES", "EstHMMGen", "ForecastHMMCdf", "ForecastHMMeta", "ForecastHMMPdf", "ForecastHMMVAR", "GofHMMGen", "graphEstim", "GridSearchS0", "PDF", "PDF_unc", "QUANTILE", "SimHMMGen", "SimMarkovChain", "Snd1", "theta2alpha" ], "_help": [ { "page": "CDF", "title": "Cumulative distribution function", "topics": [ "CDF" ] }, { "page": "distributions", "title": "The names and descriptions of the univariate distributions", "topics": [ "distributions" ] }, { "page": "ES", "title": "Expected shortfall function", "topics": [ "ES" ] }, { "page": "EstHMMGen", "title": "Estimation of univariate hidden Markov model", "topics": [ "EstHMMGen" ] }, { "page": "ForecastHMMCdf", "title": "Forecasted cumulative distribution function of a univariate HMM at times n+k1, n+k2,....", "topics": [ "ForecastHMMCdf" ] }, { "page": "ForecastHMMeta", "title": "Predicted probabilities of regimes of a univariate HMM for a new observation", "topics": [ "ForecastHMMeta" ] }, { "page": "ForecastHMMPdf", "title": "Forecasted density function of a univariate HMM at time n+k1, n+k2, ...", "topics": [ "ForecastHMMPdf" ] }, { "page": "ForecastHMMVAR", "title": "Value at risk (VAR) of a univariate HMM at time n+k1, n+k2, ...", "topics": [ "ForecastHMMVAR" ] }, { "page": "GofHMMGen", "title": "Goodness-of-fit of univariate hidden Markov model", "topics": [ "GofHMMGen" ] }, { "page": "graphEstim", "title": "Graphs", "topics": [ "graphEstim" ] }, { "page": "GridSearchS0", "title": "Gridsearch", "topics": [ "GridSearchS0" ] }, { "page": "PDF", "title": "Probability density function", "topics": [ "PDF" ] }, { "page": "QUANTILE", "title": "Quantile function", "topics": [ "QUANTILE" ] }, { "page": "SimHMMGen", "title": "Simulation of univariate hidden Markov model", "topics": [ "SimHMMGen" ] }, { "page": "SimMarkovChain", "title": "Markov chain simulation", "topics": [ "SimMarkovChain" ] }, { "page": "Snd1", "title": "Cramer-von Mises statistic for the goodness-of-fit test of the null hypothesis of a univariate uniform distribution over [0,1]", "topics": [ "Snd1" ] } ], "_rundeps": [ "actuar", "bit", "bit64", "chk", "cli", "clipr", "cluster", "codetools", "cpp11", "crayon", "digest", "DistributionUtils", "doParallel", "dplyr", "EnvStats", "expint", "extraDistr", "farver", "foreach", "furrr", "future", "GeneralizedHyperbolic", "generics", "ggplot2", "GLDEX", "globals", "glue", "goftest", "gtable", "hms", "isoband", "iterators", "labeling", "lattice", "lifecycle", "listenv", "magrittr", "MASS", "Matrix", "matrixcalc", "MatrixModels", "mnormt", "nloptr", "nortest", "numDeriv", "optimx", "parallelly", "pillar", "pkgconfig", "plyr", "pracma", "prettyunits", "progress", "purrr", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "readr", "reshape2", "rlang", "rmutil", "S7", "scales", "sgt", "skewt", "sn", "spacefillr", "SparseM", "ssddata", "ssdtools", "stabledist", "stringi", "stringr", "survival", "tibble", "tidyselect", "TMB", "tzdb", "universals", "utf8", "VaRES", "vctrs", "VGAM", "viridisLite", "vroom", "withr" ], "_score": 1, "_indexed": true, "_nocasepkg": "genhmm1d", "_universes": [ "bouchranasri" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.8", "date": "2026-10-11T15:44:10.000Z", "distro": "resolute", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/ae340a80e8ebe9817e6c58b6df7ab9793d169f2378e393c827d83c91fba623c7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.6.1", "os": "linux", "version": "0.2.8", "date": "2026-10-11T15:44:12.000Z", "distro": "resolute", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/5846646c819b2704b93499ae256c71d95bf707f0e5f8a2e74fde81fe5112dc2b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.5.3", "os": "mac", "version": "0.2.8", "date": "2026-10-11T15:48:04.000Z", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/1ecfcb384dc45f5ab12206965618745aeb2d2e3a0250fd50d3811fd275683866", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.6.1", "os": "mac", "version": "0.2.8", "date": "2026-10-11T15:48:51.000Z", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/dce3ee47ac73fc15edd33ae9ac451142a789978bc3472a8a998c8c76365752df", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.8", "date": "2026-10-11T15:44:04.000Z", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/f3b7697b7e5260399dc2a1178943d154c01cd7de368fa66b0872e6fe766e5879", "status": "success", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.7.0", "os": "win", "version": "0.2.8", "date": "2026-10-11T15:43:14.000Z", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/584fb4e5efa4c6d7017f4456b46ff8bbc0fa6c458861a80fb7928ff15e756c05", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.5.3", "os": "win", "version": "0.2.8", "date": "2026-10-11T15:43:05.000Z", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/36ad640042e912d4e97cc2a11def4b62df34c8069bb5547a123ed56cd39bf14d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" }, { "r": "4.6.1", "os": "win", "version": "0.2.8", "date": "2026-10-11T15:43:23.000Z", "commit": "2e6e783df8aac7e16707fd4fb5f79917f2d37872", "fileid": "https://r2.ropensci.org/6ad4d3538ae2d34720fa54a9c305a086c3b604194d6c0820bcfc5c26f698c59b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bouchranasri/actions/runs/38152112001" } ] }